MLeap Runtime

The MLeap Runtime is a lightweight execution engine for machine learningpipelines. It has the following features:

  1. Data frames, called leap frames with support for all common datatypes and custom data types
  2. Transformers, currently supports all transformers found in Spark aswell as multiple extension transformers
  3. Pipelines, easily build pipelines from your transformers
  4. Full integration with MLeap Bundles, the MLeap runtime provides areference implementation for MLeap Bundles and anyone who wishes toimplement their own serializers for it
  5. Serialization formats for leap frames to easily send content acrossthe wire
  6. A very fast linear algebra system powered by BLAS

See our MLeap Runtime usage section for moreinformation on how to use the MLeap Runtime in your application.